Team

Sunny Joshi

Sunny Joshi

PhD Student

Philipp Bomatter

Philipp Bomatter

PhD Student

Fady Rezk

Fady Rezk

PhD Student (with Tim Hospedales)

Rana Maroun

Rana Maroun

PhD Student (with Barbara Webb)

Selected Publications

Quality Diversity for Visual Pre-Training

Quality Diversity for Visual Pre-Training

Ruchika Chavhan, Henry Gouk, Da Li, Timothy Hospedales

ICCV, 2023

[paper] [code]

Self-Supervised Representation Learning: Introduction, advances, and challenges

Self-Supervised Representation Learning: Introduction, advances, and challenges

Linus Ericsson, Henry Gouk, Chen Change Loy, Timothy Hospedales

IEEE Signal Processing Magazine, 2022

[paper]

How Well Do Self-Supervised Models Transfer?

How Well Do Self-Supervised Models Transfer?

Linus Ericsson, Henry Gouk, Timothy Hospedales

CVPR, 2021

[paper] [code]

Distance-Based Regularisation of Deep Networks for Fine-Tuning

Distance-Based Regularisation of Deep Networks for Fine-Tuning

Henry Gouk, Timothy Hospedales, Massimiliano Pontil

ICLR, 2021

[paper] [code]

Regularisation of Neural Networks by Enforcing Lipschitz Continuity

Regularisation of Neural Networks by Enforcing Lipschitz Continuity

Henry Gouk, Eibe Frank, Bernhard Pfahringer, Michael Cree

Machine Learning, 2021

[paper] [code]